Liangxiao Jiang

Associate Professor
Department of Computer Science
China University of Geosciences
E-mail: ljiang@cug.edu.cn
Page: http://cs.cug.edu.cn/teacherweb/jlx/

Fields of interest:

Data mining

Machine learning

 

Recent publications:

L. Jiang:
Learning Random Forests for Ranking.
Frontiers of Computer Science in China, 2011, 5(1): 79-86.

L. Jiang:
Random One-Dependence Estimators.
Pattern Recognition Letters, 2011, 32(3): 532-539.

L. Jiang, C. Li, and Z. Cai:
Decision Tree with Better Class Probability Estimation.
International Journal of Pattern Recognition and Artificial Intelligence, 2009, 23(4): 745-763.

L. Jiang, H. Zhang, and Z. Cai:
A Novel Bayes Model: Hidden Naive Bayes.
IEEE Transactions on Knowledge and Data Engineering, 2009, 21(10): 1361-1371.

L. Jiang, C. Li, and Z. Cai:
Learning Decision Tree for Ranking.
Knowledge and Information Systems, 2009, 20(1): 123-135.

L. Jiang, D. Wang, H. Zhang, Z. Cai, and B. Huang:
Using Instance Cloning to Improve Naive Bayes for Ranking.
International Journal of Pattern Recognition and Artificial Intelligence, 2008, 22(6): 1121-1140.

L. Jiang:
Learning Instance Weighted Naive Bayes from Labeled and Unlabeled Data.
Journal of Intelligent Information Systems, Online First, DOI 10.1007/s10844-011-0153-8.

L. Jiang, H. Zhang, and Z. Cai:
Discriminatively Improving Naive Bayes by Evolutionary Feature Selection.
Romanian Journal of Information Science and Technology, 2006, 9(3): 163-174.